Zhenan Yin

PhD Student at Purkayastha Lab for Health Innovation.

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Indiana University

Indianapolis, IN, USA

I am a PhD student in Health and Biomedical Informatics at Indiana University Indianapolis, advised by Dr. Saptarshi Purkayastha.

My research interests lie at the intersection of artificial intelligence and healthcare, with a focus on multimodal learning, medical image analysis, medical data mining, medical LLMs, and clinical AI, with the goal of building systems that support more informed and reliable decision-making.

Prior to my PhD studies, I spent five years as a healthcare IT project manager at China Mobile Yunnan, leading large-scale digital health initiatives that grounded my understanding of real-world clinical systems.

I hold a bachelor’s degree in Electrical Engineering from the University of California, San Diego, with a concentration in machine learning and controls. During my time at UCSD, I was a research assistant in the Statistical Visual Computing Lab (SVCL), advised by Prof. Nuno Vasconcelos, where I worked on developing a deep learning-based plankton image labeling and retrieval system. I also conducted research on a conformal ultrasonic device under the guidance of Prof. Sheng Xu in Xu Research Group.

Grounded in both engineering research and real-world healthcare operations, I aim to build clinical AI systems that translate complex, heterogeneous data into insights clinicians can trust and act on.

Feel free to reach out if you’d like to connect or collaborate.

News

Jun 03, 2026 Presented two oral papers at IEEE ICHI 2026 in Minneapolis, MN — “Multimodal EEG-IMU Fusion for Motor Assessment” (first author) and “Human-Guided Agentic AI for Multimodal Clinical Prediction” (co-author). :microphone: :tada:
Mar 26, 2026 Our paper “Multimodal EEG-IMU Fusion for Motor Assessment: Leveraging Task-Dependent Complementarity for Robustness” has been accepted at IEEE ICHI 2026! :tada:
Aug 25, 2025 Started my PhD in Health and Biomedical Informatics at Indiana University Indianapolis! :mortar_board: :tada:
Jul 21, 2025 Came back to the U.S. after 6 years! :sparkles: :smile:

Selected Publications

  1. Nature BME
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    Monitoring of the central blood pressure waveform via a conformal ultrasonic device
    Chonghe Wang, Xiaoshi Li, Hongjie Hu, and 8 more authors
    Nature biomedical engineering, 2018
  2. IEEE ICHI
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    Multimodal EEG-IMU Fusion for Motor Assessment: Leveraging Task-Dependent Complementarity for Robustness
    Zhenan Yin, L. P. Pulavarthy, and Saptarshi Purkayastha
    In IEEE International Conference on Healthcare Informatics (ICHI), 2026
  3. IEEE ICHI
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    Human-Guided Agentic AI for Multimodal Clinical Prediction: Lessons from the AgentDS Healthcare Benchmark
    L. P. Pulavarthy, R. Muthyala, A. V. Kuruvikkattil, and 3 more authors
    In IEEE International Conference on Healthcare Informatics (ICHI), 2026